44 search results - page 5 / 9 » Visual Learning Given Sparse Data of Unknown Complexity |
110
Voted
AAAI
1993
15 years 28 days ago
1993
We address the problem of automatically learning object models for recognition and pose estimation. In contrast to the traditional approach, we formulate the recognition problem a...
110
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ICPR
2002
IEEE
16 years 21 days ago
2002
IEEE
Bayesian networks are an attractive modeling tool for human sensing, as they combine an intuitive graphical representation with ef?cient algorithms for inference and learning. Ear...
100
Voted
IJCV
2011
14 years 6 months ago
2011
Abstract We present an active learning framework that predicts the tradeoff between the effort and information gain associated with a candidate image annotation, thereby ranking un...
KBSE
2005
IEEE
15 years 5 months ago
2005
IEEE
We propose an approach for complex software analysis based on visualization. Our work is motivated by the fact that in spite of years of research and practice, software developmen...
109
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NIPS
2007
15 years 1 months ago
2007
We propose a method for reconstruction of human brain states directly from functional neuroimaging data. The method extends the traditional multivariate regression analysis of dis...